Correctness distribution¶
w2v2-b-cat |
w2v2-L-cat |
w2v2-L-robust-cat |
w2v2-L-vox-cat |
w2v2-L-xls-r-cat |
|
---|---|---|---|---|---|
Overall Score |
70.0% passed tests (28 passed / 12 failed). |
70.0% passed tests (28 passed / 12 failed). |
65.0% passed tests (26 passed / 14 failed). |
45.0% passed tests (18 passed / 22 failed). |
47.5% passed tests (19 passed / 21 failed). |
Relative Difference Per Class¶
Data |
anger |
happiness |
neutral |
sadness |
||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
w2v2-b-cat |
w2v2-L-cat |
w2v2-L-robust-cat |
w2v2-L-vox-cat |
w2v2-L-xls-r-cat |
w2v2-b-cat |
w2v2-L-cat |
w2v2-L-robust-cat |
w2v2-L-vox-cat |
w2v2-L-xls-r-cat |
w2v2-b-cat |
w2v2-L-cat |
w2v2-L-robust-cat |
w2v2-L-vox-cat |
w2v2-L-xls-r-cat |
w2v2-b-cat |
w2v2-L-cat |
w2v2-L-robust-cat |
w2v2-L-vox-cat |
w2v2-L-xls-r-cat |
|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.03 |
0.13 |
0.03 |
-0.00 |
0.03 |
-0.01 |
-0.00 |
-0.01 |
-0.07 |
-0.07 |
-0.56 |
-0.63 |
-0.45 |
-0.71 |
-0.70 |
0.54 |
0.50 |
0.44 |
0.78 |
0.74 |
danish-emotional-speech-1.1.1-emotion.test |
-0.02 |
-0.05 |
-0.14 |
-0.11 |
-0.07 |
-0.14 |
-0.13 |
-0.09 |
-0.24 |
-0.25 |
0.05 |
0.02 |
0.30 |
-0.16 |
-0.00 |
0.11 |
0.16 |
-0.07 |
0.50 |
0.32 |
emodb-1.2.0-emotion.categories.test.gold_standard |
-0.04 |
-0.05 |
0.11 |
0.18 |
0.18 |
0.08 |
0.07 |
-0.12 |
-0.18 |
-0.19 |
-0.02 |
-0.06 |
0.06 |
-0.03 |
-0.04 |
-0.01 |
0.04 |
-0.04 |
0.03 |
0.05 |
emovo-1.2.1-emotion.test |
0.16 |
0.08 |
0.05 |
0.20 |
0.24 |
-0.09 |
-0.04 |
-0.17 |
-0.24 |
-0.25 |
-0.04 |
0.04 |
0.26 |
-0.07 |
-0.07 |
-0.03 |
-0.09 |
-0.14 |
0.11 |
0.08 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
-0.08 |
-0.04 |
-0.06 |
-0.12 |
-0.05 |
0.13 |
0.12 |
0.15 |
0.10 |
0.03 |
-0.20 |
-0.27 |
-0.16 |
-0.29 |
-0.26 |
0.15 |
0.19 |
0.07 |
0.31 |
0.27 |
meld-1.3.1-emotion.categories.test.gold_standard |
-0.02 |
0.04 |
0.03 |
0.01 |
0.21 |
0.42 |
0.43 |
0.36 |
0.34 |
0.19 |
-0.48 |
-0.51 |
-0.42 |
-0.52 |
-0.47 |
0.08 |
0.03 |
0.03 |
0.16 |
0.07 |
msppodcast-2.6.0-emotion.categories.test-1.gold_standard |
0.06 |
0.07 |
0.05 |
0.04 |
0.14 |
0.04 |
0.04 |
0.04 |
-0.00 |
-0.10 |
-0.22 |
-0.21 |
-0.15 |
-0.16 |
-0.16 |
0.12 |
0.10 |
0.06 |
0.12 |
0.12 |
msppodcast-2.6.0-emotion.categories.test-2.gold_standard |
0.10 |
0.13 |
0.07 |
0.10 |
0.18 |
-0.05 |
-0.05 |
-0.06 |
-0.16 |
-0.21 |
-0.21 |
-0.18 |
-0.05 |
-0.12 |
-0.13 |
0.15 |
0.11 |
0.04 |
0.17 |
0.16 |
polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard |
-0.02 |
-0.09 |
-0.08 |
0.16 |
0.19 |
0.12 |
0.19 |
0.07 |
-0.21 |
-0.23 |
-0.08 |
0.00 |
0.22 |
-0.12 |
-0.06 |
-0.02 |
-0.11 |
-0.21 |
0.18 |
0.10 |
ravdess-1.1.2-emotion.speech.test |
0.13 |
0.13 |
0.01 |
0.12 |
0.12 |
-0.29 |
-0.29 |
-0.26 |
-0.29 |
-0.29 |
-0.10 |
-0.14 |
0.10 |
-0.03 |
0.00 |
0.25 |
0.29 |
0.15 |
0.20 |
0.16 |
mean |
0.03 |
0.03 |
0.01 |
0.06 |
0.12 |
0.02 |
0.03 |
-0.01 |
-0.10 |
-0.14 |
-0.19 |
-0.19 |
-0.03 |
-0.22 |
-0.19 |
0.13 |
0.12 |
0.03 |
0.26 |
0.21 |
Visualization¶
w2v2-b-cat |
w2v2-L-cat |
w2v2-L-robust-cat |
w2v2-L-vox-cat |
w2v2-L-xls-r-cat |
---|---|---|---|---|